---
title: JSON Mode
---

In JSON mode, LlamaParse will return a data structure representing the parsed object.

## Installation

```package-install
npm i llamaindex @llamaindex/cloud
```

## Usage

For Json mode, you need to use `loadJson`. The `resultType` is automatically set with this method.
More information about indexing the results on the next page.

```ts
import { LlamaParseReader } from "@llamaindex/cloud";

const reader = new LlamaParseReader();
async function main() {
  // Load the file and return an array of json objects
  const jsonObjs = await reader.loadJson("../data/uber_10q_march_2022.pdf");
  // Access the first "pages" (=a single parsed file) object in the array
  const jsonList = jsonObjs[0]["pages"];
  // Further process the jsonList object as needed.
}
```

### Output

The result format of the response, written to `jsonObjs` in the example, follows this structure:

```json
{
    "pages": [
        ..page objects..
    ],
    "job_metadata": {
        "credits_used": int,
        "credits_max": int,
        "job_credits_usage": int,
        "job_pages": int,
        "job_is_cache_hit": boolean
    },
    "job_id": string ,
    "file_path": string,
    }
}
```

#### Page objects

Within page objects, the following keys may be present depending on your document.

- `page`: The page number of the document.
- `text`: The text extracted from the page.
- `md`: The markdown version of the extracted text.
- `images`: Any images extracted from the page.
- `items`: An array of heading, text and table objects in the order they appear on the page.

### JSON Mode with SimpleDirectoryReader

All Readers share a `loadData` method with `SimpleDirectoryReader` that promises to return a uniform Document with Metadata. This makes JSON mode incompatible with SimpleDirectoryReader.

However, a simple work around is to create a new reader class that extends `LlamaParseReader` and adds a new method or overrides `loadData`, wrapping around JSON mode, extracting the required values, and returning a Document object.

```ts
import { Document } from "llamaindex";
import { LlamaParseReader } from "@llamaindex/cloud";

class LlamaParseReaderWithJson extends LlamaParseReader {
  // Override the loadData method
  override async loadData(filePath: string): Promise<Document[]> {
    // Call loadJson method that was inherited by LlamaParseReader
    const jsonObjs = await super.loadJson(filePath);
    let documents: Document[] = [];

    jsonObjs.forEach((jsonObj) => {
      // Making sure it's an array before iterating over it
      if (Array.isArray(jsonObj.pages)) {
      }
      const docs = jsonObj.pages.map(
        (page: { text: string; page: number }) =>
          new Document({ text: page.text, metadata: { page: page.page } }),
      );
      documents = documents.concat(docs);
    });
    return documents;
  }
}
```

Now we have documents with page number as metadata. This new reader can be used like any other and be integrated with SimpleDirectoryReader. Since it extends `LlamaParseReader`, you can use the same params.

You can assign any other values of the JSON response to the Document as needed.

## API Reference

- [LlamaParseReader](/docs/api/classes/LlamaParseReader)
- [SimpleDirectoryReader](/docs/api/classes/SimpleDirectoryReader)
